Total output operation chart optimization of cascade reservoirs and its application

被引:28
作者
Jiang, Zhiqiang [1 ]
Ji, Changming [1 ]
Sun, Ping [1 ]
Wang, Liping [1 ]
Zhang, Yanke [1 ]
机构
[1] North China Elect Power Univ, Sch Renewable Energy, Beijing 102206, Peoples R China
关键词
Cascade reservoirs; Total output operation chart; Operation rules; Discriminant criterion method; Progressive optimality algorithm; Stepwise regression; Li Xianjiang basin; HYDROTHERMAL POWER-SYSTEMS; DIFFERENTIAL EVOLUTION; NEURAL-NETWORK; HYDROPOWER; MODELS; RULES; SIMULATION; WATER;
D O I
10.1016/j.enconman.2014.08.043
中图分类号
O414.1 [热力学];
学科分类号
摘要
With the rapid development of cascade hydropower stations in recent decades, the cascade system composed of multiple reservoirs needs unified operation and management. However, the output distribution problem has not yet been solved reasonably when the total output of cascade system obtained, which makes the full utilization of hydropower resources in cascade reservoirs very difficult. Discriminant criterion method is a traditional and common method to solve the output distribution problem at present, but some shortcomings cannot be ignored in the practical application. In response to the above concern, this paper proposes a new total output operation chart optimization model and a new optimal output distribution model, the two models constitute to a double nested model with the goal of maximizing power generation. This paper takes the cascade reservoirs of Li Xianjiang River in China as an instance to obtain the optimal total output operation chart by the proposed double nested model and the 43 years historical runoff data, progressive searching method and progressive optimality algorithm are used in solving the model. In order to take the obtained total output operation chart into practical operation, mean value method and stepwise regression method are adopted to extract the output distribution ratios on the basis of the optimal simulation intermediate data. By comparing with discriminant criterion method and conventional method, the combined utilization of total output operation chart and output distribution ratios presents better performance in terms of power generation and assurance rate, which proves it is an effective alternative method to deal with the cascade reservoirs joint operation problem. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:296 / 306
页数:11
相关论文
共 30 条
  • [1] [Anonymous], MOD SIM P ANN PITTSB
  • [2] [Anonymous], CHINA WATER POWER EL
  • [3] Scheduling of head-dependent cascaded hydro systems: Mixed-integer quadratic programming approach
    Catalao, J. P. S.
    Pousinho, H. M. I.
    Mendes, V. M. F.
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2010, 51 (03) : 524 - 530
  • [4] Comparison of several flood forecasting models in Yangtze river
    Chau, KW
    Wu, CL
    Li, YS
    [J]. JOURNAL OF HYDROLOGIC ENGINEERING, 2005, 10 (06) : 485 - 491
  • [5] Intelligent manipulation and calibration of parameters for hydrological models
    Chen, W.
    Chau, K. W.
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2006, 28 (3-4) : 432 - 447
  • [6] Short-Term Hydroscheduling with Discrepant Objectives Using Multi-Step Progressive Optimality Algorithm
    Cheng, Chuntian
    Shen, Jianjian
    Wu, Xinyu
    Chau, Kwok-wing
    [J]. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2012, 48 (03): : 464 - 479
  • [7] [程春田 Cheng Chuntian], 2010, [水力发电学报, Journal of Hydroelectric Engineering], V29, P71
  • [8] Operating rules of an irrigation purposes reservoir using multi-objective optimization
    Consoli, Simona
    Matarazzo, Benedetto
    Pappalardo, Nello
    [J]. WATER RESOURCES MANAGEMENT, 2008, 22 (05) : 551 - 564
  • [9] Guo Zhuang-zhi, 2010, Proceedings of the CSEE, V30, P20
  • [10] Operating Rules Derivation of Jinsha Reservoirs System with Parameter Calibrated Support Vector Regression
    Ji, Chang-ming
    Zhou, Ting
    Huang, Hai-tao
    [J]. WATER RESOURCES MANAGEMENT, 2014, 28 (09) : 2435 - 2451